For feature extraction, we used a pre-trained ResNet-50 [1]} deep network architecture in our experiments. We used the publicly available model of this network, which was pre-trained on the ImageNet dataset. We implemented our proposed method using MatConvNet [2]} and the SVM classifier using LIBLINEAR [3]} (Figure REF ).
